llama3.1_8b_bwgenerator

NanQiangHF/llama3.1_8b_bwgenerator

llama3.1_8b_bwgenerator is a machine learning model from NanQiangHF. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as llama3.1.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: peft
License: llama3.1
Model type: llama
Access: Public
Created: Aug 14, 2024
Updated: Aug 23, 2024
SHA: c0ac08c2

Base models

Model card

From the Hugging Face model README

llama3.1_8b_bwgenerator

This model is a fine-tuned version of meta-llama/Meta-Llama-3.1-8B-Instruct on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.0982

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 0.0003
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 32
total_train_batch_size: 256
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
0.4736	0.3359	80	0.1857
0.1364	0.6718	160	0.1175
0.1112	1.0077	240	0.1056
0.1035	1.3437	320	0.1011
0.1001	1.6796	400	0.0982

Framework versions

PEFT 0.10.0
Transformers 4.44.0
Pytorch 2.3.0+cu121
Datasets 2.14.7
Tokenizers 0.19.1

Library: peft
Type: llama
License: llama3.1
Created: Aug 14, 2024
Updated: Aug 23, 2024